Products
Solutions
Applications

Explore technology solutions across various applications, from robotics to AI.

Academic Disciplines

Discover engineering and science resources for teaching and research.

Industries

Learn how MATLAB and Simulink support industry-specific workflows and standards.

Capabilities

Find features and capabilities from code generation to hardware support.

Contact Us

Release Highlights

See what's new in the latest release of MATLAB and Simulink

Learn more
Learn
Training

Self-Paced Online Courses

Instructor-Led Training

MathWorks Certification Program

Events

MATLAB and Simulink Events

Event Proceedings

On-Demand Webinars

Learning Resources

Teach with MATLAB

Research with MATLAB

Student Programs

Books

Contact Us

Visit the Help Center to explore product documentation, engage with community forums, check release notes, and more.

MATLAB and Simulink Videos

Learn about products, watch demonstrations, and explore what's new.

Explore videos
Company
Company

About MathWorks

Mission and Values

Social Mission

Decarbonizing MathWorks

Customer Stories

Careers

Careers Overview

Job Search

Teams and Roles

Office Locations

Contact Us

Decarbonizing MathWorks

See how MathWorks is protecting and restoring Earth's resources.

Learn more
Help Center
Get MATLAB MATLAB
Sign In
Get MATLAB MATLAB Contact Us
Search

Predictive Maintenance

Getting Started

Learn how to use MATLAB for predictive maintenance by exploring examples, articles, and tutorials.

Request a quote Contact sales

Workflow and Concepts

Overview of the Algorithm Development Workflow

Overview of Preprocessing Techniques for Cleaning up Data - Documentation
Overview of Feature Extraction Methods for Designing Condition Indicators - Documentation
Overview of Decision Models for Fault Detection and Diagnosis - Documentation
Overview of Predictive Models for Estimating Remaining Useful Life - Documentation

Gearboxes and Bearings

Remaining Useful Life Estimation for a Wind Turbine Bearing

Fault Diagnosis in an Oil Pump Bearing - Example
Generating Failure Data for a Transmission System - Example
Gear Tooth Fault Analysis using Vibration Data - Example

Pumps, Motors, and Batteries

Fault Classification in a Reciprocating Pump

Fault Detection in a DC Motor using Kalman Filters - Example
Residual Analysis of Centrifugal Pumps - Example
Estimating Battery Degradation using Kalman filters - Example
Onboard Diagnostics for Pumps Using Simulink and Machine Learning (49:35) - Video

Aircraft and Helicopters

Remaining Useful Life Estimation of a Jet Engine Using Similarity Methods

Order Analysis of Vibration Data from a Helicopter - Example
Modal Analysis of a Flexible Flying Wing Aircraft - Example
Predictive Maintenance with MATLAB: A Data-Based Approach (34:46) - Video

Process Plants and Power Systems

Mondi Implements Statistics-Based Health Monitoring and Predictive Maintenance for Manufacturing Processes with Machine Learning

Apps for Signal Preprocessing, Feature Extraction, and Predictive Modeling

Signal Analyzer App for Visualizing, Preprocessing, and Comparing Data

Wavelet Signal Denoiser App for Denoising Time-Series Data - Documentation
Classification Learner App for Training and Validating Classification Models - Documentation
Regression Learner App for Training and Validating Regression Models - Documentation

Get Pricing

Receive a customized quote for your product and service needs.

Request a quote

Have Questions?

Talk to an industry expert.

Email us